Editors:
- First book on "Mental Health Informatics" on the market
- Presents computational methods in mental health
- Written by a leading expert in the field
Part of the book series: Studies in Computational Intelligence (SCI, volume 491)
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Table of contents (13 chapters)
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Front Matter
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Back Matter
About this book
This book introduces approaches that have the potential to transform the daily practice of psychiatrists and psychologists. This includes the asynchronous communication between mental health care providers and clients as well as the automation of assessment and therapy.
Speech and language are particularly interesting from the viewpoint of psychological assessment. For instance, depression may change the characteristics of voice in individuals and these changes can be detected by a special form of speech analysis. Computational screening methods that utilize speech and language can detect subtle changes and alert clinicians as well as individuals and caregivers.
The use of online technologies in mental health, however, poses ethical problems that will occupy concerned individuals, governments and the wider public for some time. Assuming that these ethical problems can be solved, it should be possible to diagnose and treat mental health disorders online (excluding the use of medication).
Speech and language are particularly interesting from the viewpoint of psychological assessment. For instance, depression may change the characteristics of voice in individuals and these changes can be detected by a special form of speech analysis. Computational screening methods that utilize speech and language can detect subtle changes and alert clinicians as well as individuals and caregivers.
The use of online technologies in mental health, however, poses ethical problems that will occupy concerned individuals, governments and the wider public for some time. Assuming that these ethical problems can be solved, it should be possible to diagnose and treat mental health disorders online (excluding the use of medication).
Reviews
From the reviews:
“This book describes screening methods and approaches such as speech and language analyses that may be used to acquire clinical data about patients and employ them in treating mental illness. … This book is intended for high-level mental healthcare providers, particularly those who are inclined to appreciate and apply the vast number of tools and technology in their clinical arena. Those who have a special interest in informatics and research would benefit from this book as well.” (Sheila Lahijani, Doody’s Book Reviews, April, 2014)
Editors and Affiliations
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Computer Engineering, RMIT University School of Electrical and, Melbourne, Australia
Margaret Lech
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Singapore Campus, James Cook University Australia, School of Business and IT, Singapore, Singapore
Insu Song
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Department of Psychiatry and Behavioral Sciences, University of California, Davis, Sacramento, USA
Peter Yellowlees
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Psychology Network Pty Ltd, Brisbane, Australia
Joachim Diederich
Bibliographic Information
Book Title: Mental Health Informatics
Editors: Margaret Lech, Insu Song, Peter Yellowlees, Joachim Diederich
Series Title: Studies in Computational Intelligence
DOI: https://doi.org/10.1007/978-3-642-38550-6
Publisher: Springer Berlin, Heidelberg
eBook Packages: Engineering, Engineering (R0)
Copyright Information: Springer-Verlag Berlin Heidelberg 2014
Hardcover ISBN: 978-3-642-38549-0Published: 03 December 2013
Softcover ISBN: 978-3-662-50838-1Published: 27 August 2016
eBook ISBN: 978-3-642-38550-6Published: 19 November 2013
Series ISSN: 1860-949X
Series E-ISSN: 1860-9503
Edition Number: 1
Number of Pages: X, 253
Number of Illustrations: 85 b/w illustrations
Topics: Computational Intelligence, Artificial Intelligence, Biomedical Engineering and Bioengineering, Health Informatics